activity
20052023
most citedAlgorithm for Model Validation: Theory and Applications

120 citations · 224 across the 13 of their papers we have counts for

collaborators

14 papers

astro-ph.EP2023★ 1 cited

Radiometry for Nighttime Sub-Cloud Imaging of Venus' Surface in the Near-InfraRed Spectrum

Brian M. Sutin, Anthony B. Davis, Kevin H. Baines +2

Does radiometry (e.g., signal-to-noise ratio) limit the performance of near-IR subcloud imaging of our sister planet's surface at night? It does not. We compute subcloud radiometry…

astro-ph.EP2022★ 1 cited

Imaging Venus' surface at night in the near-IR from above its clouds: New analytical models for the effective spatial resolution, illustrated with new Parker Solar Probe data

Anthony B. Davis

There are a handful of spectral windows in the near-IR through which we can see down to Venus' surface on the night side of the planet. The surface of our sister planet has thus be…

eess.SP2021

GEOSCAN: Global Earth Observation using Swarm of Coordinated Autonomous Nanosats

Changrak Choi, Anthony B. Davis

The climate crisis we are facing calls for significant improvements in our understanding of natural phenomena, with clouds being identified as a dominant source of uncertainty. To…

physics.ao-ph2021

Moments of Sunlight Pathlength in Water and Aerosol Clouds from O Spectroscopy: Exploitable Parameter Sensitivities

Anthony B. Davis, Quentin Libois, Nicolas Ferlay +1

The last IPCC assessment states that clouds and aerosols remain a challenge in climate prediction with Global Climate Models. Therefore, NASA's 2017 Decadal Survey has made them, a…

physics.ao-ph2020★ 11 cited

Toward Cloud Tomography from Space using MISR and MODIS: The Physics of Image Formation for Opaque Convective Clouds

Anthony B. Davis, Linda Forster, David J. Diner +1

3D convective cloud images form via two intertwined radiative diffusion processes. Sunlight starts in the anti-solar direction and ends in toward-sensor ones, but repeated forward-…

physics.comp-ph2020★ 1 cited

Multi-view polarimetric scattering cloud tomography and retrieval of droplet size

Aviad Levis, Yoav Y. Schechner, Anthony B. Davis +1

Tomography aims to recover a three-dimensional (3D) density map of a medium or an object. In medical imaging, it is extensively used for diagnostics via X-ray computed tomography (…

physics.geo-ph2019★ 27 cited

Cloud Tomography from Space using MISR and MODIS: Locating the "Veiled Core" in Opaque Convective Clouds

Linda Forster, Anthony B. Davis, David J. Diner +1

For passive satellite imagers, current retrievals of cloud optical thickness and effective particle size fail for convective clouds with 3D morphology. Indeed, being based on 1D ra…

math.CA2015

Reconstruction of Cloud Geometry from High-Resolution Multi-Angle Images

Guillaume Bal, JiaMing Chen, Anthony Davis

We consider the reconstruction of the interface of compact, connected "clouds" from satellite or airborne light intensity measurements. In a two dimensional setting, the cloud is m…

physics.ao-ph2015★ 9 cited

An Efficient Approach for Optical Radiative Transfer Tomography using the Spherical Harmonics Discrete Ordinates Method

Aviad Levis, Yoav Y. Schechner, Amit Aides +1

This paper introduces a method to preform optical tomography, using 3D radiative transfer as the forward model. We use an iterative approach predicated on the Spherical Harmonics D…

physics.optics2014★ 31 cited

A Generalized Linear Transport Model for Spatially-Correlated Stochastic Media

Anthony B. Davis, Feng Xu

We formulate a new model for transport in stochastic media with long-range spatial correlations where exponential attenuation (controlling the propagation part of the transport) be…

math-ph2011★ 17 cited

A Hybrid (Monte-Carlo/Deterministic) Approach for Multi-Dimensional Radiation Transport

Guillaume Bal, Anthony Davis, Ian Langmore

A novel hybrid Monte Carlo transport scheme is demonstrated in a scene with solar illumination, scattering and absorbing 2D atmosphere, a textured reflecting mountain, and a small…

physics.comp-ph2007★ 5 cited

A General Strategy for Physics-Based Model Validation Illustrated with Earthquake Phenomenology, Atmospheric Radiative Transfer, and Computational Fluid Dynamics

Didier Sornette, Anthony B. Davis, James R. Kamm +1

Validation is often defined as the process of determining the degree to which a model is an accurate representation of the real world from the perspective of its intended uses. Val…

physics.geo-ph2005★ 1 cited

Celebrating the Physics in Geophysics

Anthony B. Davis, D. Sornette

As 2005, the International Year of Physics, comes to an end, two physicists working primarily in geophysical research reflect on how geophysics is not an applied physics. Although…

physics.data-an2005★ 120 cited

Algorithm for Model Validation: Theory and Applications

D. Sornette, A. B. Davis, K. Ide +3

Validation is often defined as the process of determining the degree to which a model is an accurate representation of the real world from the perspective of its intended uses. Val…